AWS Machine Learning Blog
· Cloud & Big Tech
AI Agent Failure Detection and Root Cause Analysis with Strands Evals
In this post, we walk you through calling the detector functions to diagnose real agent failures. You learn how to interpret their structured output: categorized failures with confidence scores, causal chains linking root causes to downstream symptoms, and fix recommendations specifying whether a change belongs in your